Multidimensional Array Storage Strategy

Multidimensional array storage strategies focus on efficiently storing and accessing high-dimensional data, crucial for various applications from large language models to scientific simulations. Current research emphasizes optimizing storage and retrieval, particularly addressing limitations in random access and developing efficient encoding schemes for different data types and array geometries. These advancements are vital for improving the performance and scalability of machine learning, data analysis, and scientific computing, enabling faster processing and reduced memory consumption in data-intensive applications.